
import copy
import json
import os
import tempfile

from transformers import is_torch_available

from .test_configuration_utils import config_common_kwargs



class    _snake_case (						_snake_case				):


 def __init__(       self       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_=None       ,	SCREAMING_SNAKE_CASE_=True       ,	SCREAMING_SNAKE_CASE_=None       ,	**SCREAMING_SNAKE_CASE_):


   '''simple docstring'''




   lowercase__	: str     		=   parent
   lowercase__	: int     		=   config_class
   lowercase__	: int     		=   has_text_modality
   lowercase__	: Optional[int]     		=   kwargs
   lowercase__	: Union[str, Any]     		=   common_properties


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: Dict     		=   self.config_class(**self.inputs_dict)
   lowercase__	: List[str]     		=   (
       ["""hidden_size""", """num_attention_heads""", """num_hidden_layers"""]
       if self.common_properties is None
       else self.common_properties
   )

   # Add common fields for text models
   if self.has_text_modality:
     common_properties.extend(["""vocab_size"""])

   # Test that config has the common properties as getters
   for prop in common_properties:
     self.parent.assertTrue(hasattr(__snake_case       ,	__snake_case)       ,	msg=f'`{prop}` does not exist')

   # Test that config has the common properties as setter
   for idx, name in enumerate(__snake_case):
     try:
       setattr(__snake_case       ,	__snake_case       ,	__snake_case)
       self.parent.assertEqual(
           getattr(__snake_case       ,	__snake_case)       ,	__snake_case       ,	msg=f'`{name} value {idx} expected, but was {getattr(__snake_case       ,	__snake_case)}')
     except NotImplementedError:
       # Some models might not be able to implement setters for common_properties
       # In that case, a NotImplementedError is raised
       pass

        # Test if config class can be called with Config(prop_name=..)
   for idx, name in enumerate(__snake_case):
     try:
       lowercase__	: Optional[Any]     		=   self.config_class(**{name: idx})
       self.parent.assertEqual(
           getattr(__snake_case       ,	__snake_case)       ,	__snake_case       ,	msg=f'`{name} value {idx} expected, but was {getattr(__snake_case       ,	__snake_case)}')
     except NotImplementedError:
       # Some models might not be able to implement setters for common_properties
       # In that case, a NotImplementedError is raised
       pass


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: List[str]     		=   self.config_class(**self.inputs_dict)
   lowercase__	: Dict     		=   json.loads(config.to_json_string())
   for key, value in self.inputs_dict.items():
     self.parent.assertEqual(obj[key]       ,	__snake_case)


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: List[Any]     		=   self.config_class(**self.inputs_dict)

   with tempfile.TemporaryDirectory() as tmpdirname:
     lowercase__	: Optional[Any]     		=   os.path.join(__snake_case       ,	"""config.json""")
     config_first.to_json_file(__snake_case)
     lowercase__	: str     		=   self.config_class.from_json_file(__snake_case)

   self.parent.assertEqual(config_second.to_dict()       ,	config_first.to_dict())


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: Union[str, Any]     		=   self.config_class(**self.inputs_dict)

   with tempfile.TemporaryDirectory() as tmpdirname:
     config_first.save_pretrained(__snake_case)
     lowercase__	: List[Any]     		=   self.config_class.from_pretrained(__snake_case)

   self.parent.assertEqual(config_second.to_dict()       ,	config_first.to_dict())


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: Optional[Any]     		=   self.config_class(**self.inputs_dict)

   lowercase__	: List[Any]     		=   """test"""
   with tempfile.TemporaryDirectory() as tmpdirname:
     lowercase__	: Any     		=   os.path.join(__snake_case       ,	__snake_case)
     config_first.save_pretrained(__snake_case)
     lowercase__	: str     		=   self.config_class.from_pretrained(__snake_case       ,	subfolder=__snake_case)

   self.parent.assertEqual(config_second.to_dict()       ,	config_first.to_dict())


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: List[str]     		=   self.config_class(**self.inputs_dict       ,	num_labels=5)
   self.parent.assertEqual(len(config.idalabel)       ,	5)
   self.parent.assertEqual(len(config.labelaid)       ,	5)

   lowercase__	: str     		=   3
   self.parent.assertEqual(len(config.idalabel)       ,	3)
   self.parent.assertEqual(len(config.labelaid)       ,	3)


 def   lowercase__  (       self):


   '''simple docstring'''




   if self.config_class.is_composition:
     return
   lowercase__	: List[Any]     		=   self.config_class()
   self.parent.assertIsNotNone(__snake_case)


 def   lowercase__  (       self):


   '''simple docstring'''




   lowercase__	: List[Any]     		=   copy.deepcopy(__snake_case)
   lowercase__	: Union[str, Any]     		=   self.config_class(**__snake_case)
   lowercase__	: List[Any]     		=   []
   for key, value in config_common_kwargs.items():
     if key == "torch_dtype":
       if not is_torch_available():
         continue
       else:
         import torch

         if config.torch_dtype != torch.floataa:
           wrong_values.append(("""torch_dtype""", config.torch_dtype, torch.floataa))
     elif getattr(__snake_case       ,	__snake_case) != value:
       wrong_values.append((key, getattr(__snake_case       ,	__snake_case), value))

   if len(__snake_case) > 0:
     lowercase__	: List[str]     		=   """\n""".join([f'- {v[0]}: got {v[1]} instead of {v[2]}' for v in wrong_values])
     raise ValueError(f'The following keys were not properly set in the config:\n{errors}')



 def   lowercase__  (       self):


   '''simple docstring'''




   self.create_and_test_config_common_properties()
   self.create_and_test_config_to_json_string()
   self.create_and_test_config_to_json_file()
   self.create_and_test_config_from_and_save_pretrained()
   self.create_and_test_config_from_and_save_pretrained_subfolder()
   self.create_and_test_config_with_num_labels()
   self.check_config_can_be_init_without_params()
   self.check_config_arguments_init()










'''simple docstring'''


def      snake_case_  (    SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				if b == 0:
								return 1
				if (b % 2) == 0:
								return actual_power(SCREAMING_SNAKE_CASE__				, int(b / 2	)	) * actual_power(SCREAMING_SNAKE_CASE__				, int(b / 2	)	)
				else:
								return a * actual_power(SCREAMING_SNAKE_CASE__				, int(b / 2	)	) * actual_power(SCREAMING_SNAKE_CASE__				, int(b / 2	)	)







def      snake_case_  (    SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	):







				"""simple docstring"""





				if b < 0:
								return 1 / actual_power(SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	)
				return actual_power(SCREAMING_SNAKE_CASE__				, SCREAMING_SNAKE_CASE__	)


if __name__ == "__main__":
				print(power(-2, -3))




